In [1]:
#Import dependencies
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
import seaborn as sns
In [2]:
#Setting graph visual preferences
from matplotlib import rcParams
rcParams['figure.figsize'] = 18, 8
sns.set_style('darkgrid')
In [3]:
#Load in breast cancer data set
cancer_df = pd.read_csv('data.csv')
cancer_df.head()
Out[3]:
id diagnosis radius_mean texture_mean perimeter_mean area_mean smoothness_mean compactness_mean concavity_mean concave points_mean ... texture_worst perimeter_worst area_worst smoothness_worst compactness_worst concavity_worst concave points_worst symmetry_worst fractal_dimension_worst Unnamed: 32
0 842302 M 17.99 10.38 122.80 1001.0 0.11840 0.27760 0.3001 0.14710 ... 17.33 184.60 2019.0 0.1622 0.6656 0.7119 0.2654 0.4601 0.11890 NaN
1 842517 M 20.57 17.77 132.90 1326.0 0.08474 0.07864 0.0869 0.07017 ... 23.41 158.80 1956.0 0.1238 0.1866 0.2416 0.1860 0.2750 0.08902 NaN
2 84300903 M 19.69 21.25 130.00 1203.0 0.10960 0.15990 0.1974 0.12790 ... 25.53 152.50 1709.0 0.1444 0.4245 0.4504 0.2430 0.3613 0.08758 NaN
3 84348301 M 11.42 20.38 77.58 386.1 0.14250 0.28390 0.2414 0.10520 ... 26.50 98.87 567.7 0.2098 0.8663 0.6869 0.2575 0.6638 0.17300 NaN
4 84358402 M 20.29 14.34 135.10 1297.0 0.10030 0.13280 0.1980 0.10430 ... 16.67 152.20 1575.0 0.1374 0.2050 0.4000 0.1625 0.2364 0.07678 NaN

5 rows × 33 columns

In [4]:
########################################## DATA EXPLORATION ###################################################################
In [5]:
#Since there is an extra column with all null value, we will drop it.
# We will also drop id since it is not neccsary for our data analysis and model.
cancer_df.drop(labels=['Unnamed: 32', 'id'], axis=1, inplace=True)
cancer_df.head()
Out[5]:
diagnosis radius_mean texture_mean perimeter_mean area_mean smoothness_mean compactness_mean concavity_mean concave points_mean symmetry_mean ... radius_worst texture_worst perimeter_worst area_worst smoothness_worst compactness_worst concavity_worst concave points_worst symmetry_worst fractal_dimension_worst
0 M 17.99 10.38 122.80 1001.0 0.11840 0.27760 0.3001 0.14710 0.2419 ... 25.38 17.33 184.60 2019.0 0.1622 0.6656 0.7119 0.2654 0.4601 0.11890
1 M 20.57 17.77 132.90 1326.0 0.08474 0.07864 0.0869 0.07017 0.1812 ... 24.99 23.41 158.80 1956.0 0.1238 0.1866 0.2416 0.1860 0.2750 0.08902
2 M 19.69 21.25 130.00 1203.0 0.10960 0.15990 0.1974 0.12790 0.2069 ... 23.57 25.53 152.50 1709.0 0.1444 0.4245 0.4504 0.2430 0.3613 0.08758
3 M 11.42 20.38 77.58 386.1 0.14250 0.28390 0.2414 0.10520 0.2597 ... 14.91 26.50 98.87 567.7 0.2098 0.8663 0.6869 0.2575 0.6638 0.17300
4 M 20.29 14.34 135.10 1297.0 0.10030 0.13280 0.1980 0.10430 0.1809 ... 22.54 16.67 152.20 1575.0 0.1374 0.2050 0.4000 0.1625 0.2364 0.07678

5 rows × 31 columns

In [6]:
#Gather general information about the data set
cancer_df.info()

#From the info tab, the df has a total of 569 rows with 31 columns.
# There are no null value, most coulumns are numerical value. The only exception is the diagnosis column which is the string target

<class 'pandas.core.frame.DataFrame'>
RangeIndex: 569 entries, 0 to 568
Data columns (total 31 columns):
 #   Column                   Non-Null Count  Dtype  
---  ------                   --------------  -----  
 0   diagnosis                569 non-null    object 
 1   radius_mean              569 non-null    float64
 2   texture_mean             569 non-null    float64
 3   perimeter_mean           569 non-null    float64
 4   area_mean                569 non-null    float64
 5   smoothness_mean          569 non-null    float64
 6   compactness_mean         569 non-null    float64
 7   concavity_mean           569 non-null    float64
 8   concave points_mean      569 non-null    float64
 9   symmetry_mean            569 non-null    float64
 10  fractal_dimension_mean   569 non-null    float64
 11  radius_se                569 non-null    float64
 12  texture_se               569 non-null    float64
 13  perimeter_se             569 non-null    float64
 14  area_se                  569 non-null    float64
 15  smoothness_se            569 non-null    float64
 16  compactness_se           569 non-null    float64
 17  concavity_se             569 non-null    float64
 18  concave points_se        569 non-null    float64
 19  symmetry_se              569 non-null    float64
 20  fractal_dimension_se     569 non-null    float64
 21  radius_worst             569 non-null    float64
 22  texture_worst            569 non-null    float64
 23  perimeter_worst          569 non-null    float64
 24  area_worst               569 non-null    float64
 25  smoothness_worst         569 non-null    float64
 26  compactness_worst        569 non-null    float64
 27  concavity_worst          569 non-null    float64
 28  concave points_worst     569 non-null    float64
 29  symmetry_worst           569 non-null    float64
 30  fractal_dimension_worst  569 non-null    float64
dtypes: float64(30), object(1)
memory usage: 137.9+ KB
In [7]:
#Gather statiscal describtion about the data set
cancer_df.describe()

#Overall the values of all the numerical columns are not out of the ordinary.
# There are some columns that have a minimum value of 0, which can be missing values or the values are acutally 0
Out[7]:
radius_mean texture_mean perimeter_mean area_mean smoothness_mean compactness_mean concavity_mean concave points_mean symmetry_mean fractal_dimension_mean ... radius_worst texture_worst perimeter_worst area_worst smoothness_worst compactness_worst concavity_worst concave points_worst symmetry_worst fractal_dimension_worst
count 569.000000 569.000000 569.000000 569.000000 569.000000 569.000000 569.000000 569.000000 569.000000 569.000000 ... 569.000000 569.000000 569.000000 569.000000 569.000000 569.000000 569.000000 569.000000 569.000000 569.000000
mean 14.127292 19.289649 91.969033 654.889104 0.096360 0.104341 0.088799 0.048919 0.181162 0.062798 ... 16.269190 25.677223 107.261213 880.583128 0.132369 0.254265 0.272188 0.114606 0.290076 0.083946
std 3.524049 4.301036 24.298981 351.914129 0.014064 0.052813 0.079720 0.038803 0.027414 0.007060 ... 4.833242 6.146258 33.602542 569.356993 0.022832 0.157336 0.208624 0.065732 0.061867 0.018061
min 6.981000 9.710000 43.790000 143.500000 0.052630 0.019380 0.000000 0.000000 0.106000 0.049960 ... 7.930000 12.020000 50.410000 185.200000 0.071170 0.027290 0.000000 0.000000 0.156500 0.055040
25% 11.700000 16.170000 75.170000 420.300000 0.086370 0.064920 0.029560 0.020310 0.161900 0.057700 ... 13.010000 21.080000 84.110000 515.300000 0.116600 0.147200 0.114500 0.064930 0.250400 0.071460
50% 13.370000 18.840000 86.240000 551.100000 0.095870 0.092630 0.061540 0.033500 0.179200 0.061540 ... 14.970000 25.410000 97.660000 686.500000 0.131300 0.211900 0.226700 0.099930 0.282200 0.080040
75% 15.780000 21.800000 104.100000 782.700000 0.105300 0.130400 0.130700 0.074000 0.195700 0.066120 ... 18.790000 29.720000 125.400000 1084.000000 0.146000 0.339100 0.382900 0.161400 0.317900 0.092080
max 28.110000 39.280000 188.500000 2501.000000 0.163400 0.345400 0.426800 0.201200 0.304000 0.097440 ... 36.040000 49.540000 251.200000 4254.000000 0.222600 1.058000 1.252000 0.291000 0.663800 0.207500

8 rows × 30 columns

In [8]:
for column in cancer_df:
    if min(cancer_df[column]) == 0:
        print(column)
        
#Below are the columns that have a minimum values of 0 in the data set. Based on researching online, it seems that all these
# values can be = 0. Thus, there is not enough information to conclude that the 0 in these column are missing data.

concavity_mean
concave points_mean
concavity_se
concave points_se
concavity_worst
concave points_worst
In [9]:
#Pair plot of 10 features in the data set based on diagonisis hue value
sns.pairplot(cancer_df, hue='diagnosis', vars=['radius_mean', 'texture_mean', 'perimeter_mean', 'area_mean', 'smoothness_mean', 'compactness_mean', 'concavity_mean','concave points_mean', 'symmetry_mean', 'fractal_dimension_mean'])
plt.suptitle('Pair Plots of 10 Features From the Breast Cancer Data Set')
plt.show()

#For a lot of features, there is quite a clear distinction between B and M diagonisis. This is promising for a good model.
In [10]:
#Histogram plot of 10 features in the data set
sns.histplot(cancer_df[['radius_mean', 'texture_mean', 'perimeter_mean', 'area_mean', 'smoothness_mean', 'compactness_mean', 'concavity_mean','concave points_mean', 'symmetry_mean', 'fractal_dimension_mean']])
plt.show()

#Too far away to tell any useful information
In [11]:
#Overall pair plots of all attributes
sns.pairplot(cancer_df, hue = 'diagnosis', vars = (cancer_df.drop(labels = ['diagnosis'], axis = 1).columns))
plt.show()

#Too much information
In [12]:
sns.countplot(x = cancer_df['diagnosis'])
plt.title('Breast Cancer Diagnosis Count Plot')
plt.show()

#Based on the graph, the amount of people being diagnosed with type B is close to double the amount of people diagnosed with type A
In [13]:
#Area mean is one of the good predictor based on the good speration between the two type of cancer
sns.scatterplot(x = 'area_mean', y = 'smoothness_mean', hue = 'diagnosis', data = cancer_df)
plt.title('Area_mean Vs Smoothness_mean in Breast Cancer Data Set')
plt.show()
In [14]:
#Another good indicator is
sns.scatterplot(x = 'radius_mean', y = 'perimeter_mean', hue = 'diagnosis', data = cancer_df)
plt.title('Radius_mean Vs Perimeter_mean in Breast Cancer Data Set')
plt.show()
#We also see a big speration here with B type focused <= 15 in radius mean and 100 <= perimeter mean. The rest are of type M.
In [15]:
#Check data correlation between data with the correlation matrix
plt.figure(figsize = (20, 10))
sns.heatmap(cancer_df.corr(), annot = True)
plt.title('Breast Cancer Correlation Matrix')
plt.show()

#From the correlation matrix, there are multiple features that are highly related to each other. Some of which are radius_mean
# and are_mean at 0.99, area_mean and perimeter_mean at 0.99, etc.
In [16]:
################################################# PRE-PROCESSING DATA #########################################################
In [17]:
#Now we will scale the data using Standard Scaler.
# We are also going to add in Zscaler to see the performance difference between standard scaler and minMaxScaler
from sklearn.preprocessing import StandardScaler

X = cancer_df.drop('diagnosis', axis = 1)
y = cancer_df['diagnosis']

standard_scaler = StandardScaler()
X_standard_scaled = standard_scaler.fit_transform(X)
X_standard = pd.DataFrame(data = X_standard_scaled, columns = X.columns)
In [18]:
from sklearn.preprocessing import MinMaxScaler

minMax_scaler = MinMaxScaler()
X_minMax_scaled = minMax_scaler.fit_transform(X)
X_minMax = pd.DataFrame(data = X_minMax_scaled, columns = X.columns)
In [19]:
############################################# CREATING THE MODELS ############################################################
In [20]:
#Spliting the data set with a ratio of 70/30 train/test for both data scaled using standard scaler and data scaled using minMax
from sklearn.model_selection import train_test_split

X_standard_train, X_standard_test, y_standard_train, y_standard_test = train_test_split(X_standard, y, test_size = 0.3, random_state = 129)
X_minMax_train, X_minMax_test, y_minMax_train, y_minMax_test = train_test_split(X_minMax, y, test_size = 0.3, random_state = 129)
In [21]:
#We are going to create two SVC models for standard scaling and minMax scaling
from sklearn.svm import SVC
model_standard = SVC()
model_minMax = SVC()

model_standard.fit(X_standard_train, y_standard_train)
model_minMax.fit(X_minMax_train, y_minMax_train)
Out[21]:
SVC()
In [22]:
################################################### MODEL EVALUATION #########################################################
In [23]:
#Predictions for two models
standard_predictions = model_standard.predict(X_standard_test)
minMax_predictions = model_minMax.predict(X_minMax_test)
In [24]:
#Model performance
from sklearn.metrics import confusion_matrix
from sklearn.metrics import classification_report

standard_cm = confusion_matrix(y_standard_test, standard_predictions)
minMax_cm = confusion_matrix(y_minMax_test, minMax_predictions)

#of standard scaling
print('Confusion matrix\n\n', standard_cm)
print('\nTrue Positives(TP) = ', standard_cm[0,0])
print('\nTrue Negatives(TN) = ', standard_cm[1,1])
print('\nFalse Positives(FP) = ', standard_cm[0,1])
print('\nFalse Negatives(FN) = ', standard_cm[1,0])

print(classification_report(y_standard_test,standard_predictions))

Confusion matrix

 [[100   1]
 [  5  65]]

True Positives(TP) =  100

True Negatives(TN) =  65

False Positives(FP) =  1

False Negatives(FN) =  5
              precision    recall  f1-score   support

           B       0.95      0.99      0.97       101
           M       0.98      0.93      0.96        70

    accuracy                           0.96       171
   macro avg       0.97      0.96      0.96       171
weighted avg       0.97      0.96      0.96       171
In [25]:
#of minMax scaling
print('Confusion matrix\n\n', minMax_cm)
print('\nTrue Positives(TP) = ', minMax_cm[0,0])
print('\nTrue Negatives(TN) = ', minMax_cm[1,1])
print('\nFalse Positives(FP) = ', minMax_cm[0,1])
print('\nFalse Negatives(FN) = ', minMax_cm[1,0])

print(classification_report(y_minMax_test,minMax_predictions))

#The performance of standard scaling and minMax scaling is identical in this example with the same random_state = 129
# Overall the performance of the model is great with an overall accuracy of 0.97 or 97%.

#Since the performance of standard scaling and minMax scaling is identical, from now on we will only be using the standard scaled
# model.

Confusion matrix

 [[100   1]
 [  5  65]]

True Positives(TP) =  100

True Negatives(TN) =  65

False Positives(FP) =  1

False Negatives(FN) =  5
              precision    recall  f1-score   support

           B       0.95      0.99      0.97       101
           M       0.98      0.93      0.96        70

    accuracy                           0.96       171
   macro avg       0.97      0.96      0.96       171
weighted avg       0.97      0.96      0.96       171
In [26]:
#Hyperparameter Tuning
# In many model, finding the right parameters is tricky. Fortunately, we can utilize some tools to try a bunch of combination
# and see what gives the best result. This idea of creating a 'grid' of parameters and just trying all the possible combinations
# is called a Gridsearch. Sklearn has an implementation of this method called GridSearchCV (CV for cross-validation)

#GridSearchCV takes a dictionary that describes the parameters that should be tried and a model to train. The grid of parameters
# is defined as a dictionary, where the keys are the parameters and the values are the settings to be tested. 
param_grid = {'C' : [0.1, 1, 10, 100, 1000], 'gamma' : [1, 0.1, 0.01, 0.001, 0.0001], 'kernel' : ['rbf']}
In [27]:
from sklearn.model_selection import GridSearchCV

grid = GridSearchCV(SVC(), param_grid, refit = True, verbose = 3) #verbose just means how much text we want to output describing
                                                                    # the process
In [28]:
#The fit here is more involved than usual. First, it runs the same loop with cross-validation to find the best parameter 
# combination. Once it has the best combination, it runs fit again on all data passed to fit (without cross-validation), to 
# build a single new model using the best paramters.
grid.fit(X_standard_train, y_standard_train)

Fitting 5 folds for each of 25 candidates, totalling 125 fits
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[CV 3/5] END .....................C=100, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END .....................C=100, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END .....................C=100, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=100, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=100, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=100, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=100, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=100, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END ..................C=100, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=100, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=100, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=100, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=100, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=100, gamma=0.001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=100, gamma=0.001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=100, gamma=0.001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=100, gamma=0.001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=100, gamma=0.001, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=100, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END ................C=100, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END ................C=100, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END ................C=100, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END ................C=100, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ....................C=1000, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=1000, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=1000, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=1000, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=1000, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ..................C=1000, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=1000, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=1000, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=1000, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=1000, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=1000, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=1000, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=1000, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=1000, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=1000, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=1000, gamma=0.001, kernel=rbf; total time=   0.0s
[CV 2/5] END ................C=1000, gamma=0.001, kernel=rbf; total time=   0.0s
[CV 3/5] END ................C=1000, gamma=0.001, kernel=rbf; total time=   0.0s
[CV 4/5] END ................C=1000, gamma=0.001, kernel=rbf; total time=   0.0s
[CV 5/5] END ................C=1000, gamma=0.001, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=1000, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END ...............C=1000, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END ...............C=1000, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END ...............C=1000, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END ...............C=1000, gamma=0.0001, kernel=rbf; total time=   0.0s
Out[28]:
GridSearchCV(estimator=SVC(),
             param_grid={'C': [0.1, 1, 10, 100, 1000],
                         'gamma': [1, 0.1, 0.01, 0.001, 0.0001],
                         'kernel': ['rbf']},
             verbose=3)
In [29]:
#We can retrieve the best params using 
grid.best_params_
Out[29]:
{'C': 10, 'gamma': 0.01, 'kernel': 'rbf'}
In [30]:
#Now we reeavluate the model to see if the performance has increased
grid_predictions = grid.predict(X_standard_test)
In [31]:
#Grid model performance
print(confusion_matrix(y_standard_test,grid_predictions))
print(classification_report(y_standard_test,grid_predictions))

#Unfortunately, with this particular set of train_test_split and parameters, the model didn't improve in performance. However,
# the original performance is already great, so there is little room for improvement.

[[100   1]
 [  5  65]]
              precision    recall  f1-score   support

           B       0.95      0.99      0.97       101
           M       0.98      0.93      0.96        70

    accuracy                           0.96       171
   macro avg       0.97      0.96      0.96       171
weighted avg       0.97      0.96      0.96       171
In [32]:
#Increase params
param_grid = {'C' : [i for i in range(1, 50)], 'gamma' : [1, 0.1, 0.03, 0.02, 0.01, 0.005, 0.0001], 'kernel' : ['rbf', 'linear', 'sigmoid']}
grid = GridSearchCV(SVC(), param_grid, refit = True, verbose = 3)
grid.fit(X_standard_train, y_standard_train)

Fitting 5 folds for each of 1029 candidates, totalling 5145 fits
[CV 1/5] END .......................C=1, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END .......................C=1, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END .......................C=1, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END .......................C=1, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END .......................C=1, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ....................C=1, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ....................C=1, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ....................C=1, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ....................C=1, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ....................C=1, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ...................C=1, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...................C=1, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...................C=1, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...................C=1, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...................C=1, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .....................C=1, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END .....................C=1, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END .....................C=1, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END .....................C=1, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END .....................C=1, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END ..................C=1, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END ..................C=1, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END ..................C=1, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END ..................C=1, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END ..................C=1, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END .................C=1, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .................C=1, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .................C=1, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .................C=1, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .................C=1, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=1, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=1, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=1, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=1, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=1, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=1, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=1, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=1, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=1, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=1, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=1, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=1, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=1, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=1, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=1, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=1, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=1, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=1, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=1, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=1, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=1, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=1, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=1, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=1, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=1, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=1, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=1, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=1, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=1, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=1, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=1, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=1, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=1, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=1, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=1, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=1, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=1, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=1, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=1, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=1, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=1, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=1, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=1, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=1, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=1, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=1, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=1, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=1, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=1, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=1, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=1, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=1, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=1, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=1, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=1, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=1, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=1, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=1, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=1, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=1, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=1, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=1, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=1, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=1, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=1, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=1, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=1, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=1, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=1, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=1, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=1, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=1, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=1, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=1, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=1, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .......................C=2, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END .......................C=2, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END .......................C=2, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END .......................C=2, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END .......................C=2, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ....................C=2, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ....................C=2, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ....................C=2, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ....................C=2, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ....................C=2, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ...................C=2, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...................C=2, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...................C=2, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...................C=2, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...................C=2, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .....................C=2, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END .....................C=2, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END .....................C=2, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END .....................C=2, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END .....................C=2, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END ..................C=2, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END ..................C=2, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END ..................C=2, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END ..................C=2, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END ..................C=2, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END .................C=2, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .................C=2, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .................C=2, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .................C=2, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .................C=2, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=2, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=2, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=2, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=2, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=2, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=2, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=2, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=2, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=2, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=2, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=2, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=2, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=2, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=2, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=2, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=2, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=2, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=2, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=2, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=2, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=2, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=2, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=2, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=2, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=2, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=2, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=2, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=2, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=2, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=2, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=2, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=2, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=2, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=2, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=2, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=2, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=2, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=2, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=2, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=2, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=2, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=2, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=2, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=2, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=2, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=2, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=2, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=2, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=2, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=2, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=2, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=2, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=2, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=2, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=2, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=2, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=2, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=2, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=2, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=2, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=2, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=2, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=2, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=2, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=2, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=2, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=2, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=2, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=2, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=2, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=2, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=2, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=2, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=2, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=2, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .......................C=3, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END .......................C=3, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END .......................C=3, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END .......................C=3, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END .......................C=3, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ....................C=3, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ....................C=3, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ....................C=3, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ....................C=3, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ....................C=3, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ...................C=3, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...................C=3, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...................C=3, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...................C=3, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...................C=3, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .....................C=3, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END .....................C=3, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END .....................C=3, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END .....................C=3, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END .....................C=3, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END ..................C=3, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END ..................C=3, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END ..................C=3, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END ..................C=3, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END ..................C=3, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END .................C=3, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .................C=3, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .................C=3, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .................C=3, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .................C=3, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=3, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=3, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=3, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=3, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=3, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=3, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=3, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=3, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=3, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=3, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=3, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=3, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=3, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=3, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=3, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=3, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=3, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=3, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=3, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=3, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=3, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=3, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=3, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=3, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=3, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=3, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=3, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=3, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=3, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=3, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=3, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=3, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=3, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=3, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=3, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=3, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=3, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=3, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=3, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=3, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=3, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=3, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=3, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=3, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=3, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=3, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=3, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=3, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=3, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=3, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=3, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=3, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=3, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=3, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=3, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=3, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=3, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=3, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=3, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=3, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=3, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=3, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=3, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=3, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=3, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=3, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=3, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=3, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=3, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=3, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=3, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=3, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=3, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=3, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=3, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .......................C=4, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END .......................C=4, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END .......................C=4, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END .......................C=4, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END .......................C=4, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ....................C=4, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ....................C=4, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ....................C=4, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ....................C=4, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ....................C=4, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ...................C=4, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...................C=4, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...................C=4, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...................C=4, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...................C=4, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .....................C=4, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END .....................C=4, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END .....................C=4, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END .....................C=4, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END .....................C=4, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END ..................C=4, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END ..................C=4, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END ..................C=4, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END ..................C=4, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END ..................C=4, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END .................C=4, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .................C=4, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .................C=4, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .................C=4, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .................C=4, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=4, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=4, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=4, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=4, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=4, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=4, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=4, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=4, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=4, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=4, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=4, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=4, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=4, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=4, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=4, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=4, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=4, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=4, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=4, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=4, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=4, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=4, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=4, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=4, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=4, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=4, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=4, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=4, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=4, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=4, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=4, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=4, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=4, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=4, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=4, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=4, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=4, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=4, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=4, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=4, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=4, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=4, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=4, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=4, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=4, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=4, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=4, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=4, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=4, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=4, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=4, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=4, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=4, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=4, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=4, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=4, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=4, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=4, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=4, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=4, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=4, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=4, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=4, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=4, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=4, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=4, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=4, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=4, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=4, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=4, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=4, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=4, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=4, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=4, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=4, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .......................C=5, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END .......................C=5, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END .......................C=5, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END .......................C=5, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END .......................C=5, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ....................C=5, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ....................C=5, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ....................C=5, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ....................C=5, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ....................C=5, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ...................C=5, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...................C=5, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...................C=5, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...................C=5, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...................C=5, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .....................C=5, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END .....................C=5, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END .....................C=5, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END .....................C=5, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END .....................C=5, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END ..................C=5, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END ..................C=5, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END ..................C=5, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END ..................C=5, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END ..................C=5, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END .................C=5, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .................C=5, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .................C=5, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .................C=5, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .................C=5, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=5, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=5, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=5, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=5, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=5, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=5, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=5, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=5, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=5, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=5, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=5, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=5, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=5, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=5, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=5, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=5, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=5, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=5, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=5, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=5, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=5, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=5, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=5, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=5, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=5, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=5, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=5, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=5, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=5, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=5, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=5, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=5, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=5, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=5, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=5, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=5, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=5, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=5, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=5, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=5, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=5, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=5, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=5, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=5, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=5, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=5, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=5, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=5, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=5, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=5, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=5, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=5, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=5, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=5, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=5, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=5, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=5, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=5, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=5, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=5, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=5, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=5, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=5, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=5, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=5, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=5, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=5, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=5, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=5, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=5, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=5, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=5, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=5, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=5, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=5, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .......................C=6, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END .......................C=6, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END .......................C=6, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END .......................C=6, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END .......................C=6, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ....................C=6, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ....................C=6, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ....................C=6, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ....................C=6, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ....................C=6, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ...................C=6, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...................C=6, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...................C=6, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...................C=6, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...................C=6, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .....................C=6, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END .....................C=6, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END .....................C=6, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END .....................C=6, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END .....................C=6, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END ..................C=6, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END ..................C=6, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END ..................C=6, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END ..................C=6, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END ..................C=6, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END .................C=6, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .................C=6, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .................C=6, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .................C=6, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .................C=6, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=6, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=6, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=6, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=6, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=6, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=6, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=6, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=6, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=6, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=6, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=6, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=6, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=6, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=6, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=6, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=6, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=6, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=6, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=6, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=6, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=6, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=6, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=6, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=6, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=6, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=6, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=6, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=6, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=6, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=6, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=6, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=6, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=6, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=6, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=6, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=6, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=6, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=6, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=6, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=6, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=6, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=6, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=6, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=6, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=6, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=6, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=6, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=6, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=6, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=6, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=6, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=6, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=6, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=6, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=6, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=6, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=6, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=6, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=6, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=6, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=6, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=6, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=6, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=6, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=6, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=6, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=6, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=6, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=6, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=6, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=6, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=6, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=6, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=6, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=6, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .......................C=7, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END .......................C=7, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END .......................C=7, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END .......................C=7, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END .......................C=7, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ....................C=7, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ....................C=7, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ....................C=7, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ....................C=7, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ....................C=7, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ...................C=7, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...................C=7, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...................C=7, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...................C=7, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...................C=7, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .....................C=7, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END .....................C=7, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END .....................C=7, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END .....................C=7, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END .....................C=7, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END ..................C=7, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END ..................C=7, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END ..................C=7, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END ..................C=7, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END ..................C=7, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END .................C=7, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .................C=7, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .................C=7, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .................C=7, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .................C=7, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=7, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=7, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=7, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=7, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=7, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=7, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=7, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=7, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=7, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=7, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=7, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=7, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=7, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=7, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=7, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=7, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=7, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=7, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=7, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=7, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=7, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=7, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=7, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=7, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=7, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=7, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=7, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=7, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=7, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=7, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=7, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=7, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=7, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=7, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=7, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=7, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=7, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=7, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=7, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=7, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=7, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=7, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=7, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=7, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=7, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=7, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=7, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=7, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=7, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=7, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=7, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=7, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=7, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=7, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=7, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=7, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=7, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=7, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=7, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=7, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=7, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=7, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=7, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=7, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=7, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=7, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=7, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=7, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=7, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=7, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=7, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=7, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=7, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=7, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=7, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .......................C=8, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END .......................C=8, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END .......................C=8, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END .......................C=8, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END .......................C=8, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ....................C=8, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ....................C=8, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ....................C=8, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ....................C=8, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ....................C=8, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ...................C=8, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...................C=8, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...................C=8, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...................C=8, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...................C=8, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .....................C=8, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END .....................C=8, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END .....................C=8, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END .....................C=8, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END .....................C=8, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END ..................C=8, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END ..................C=8, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END ..................C=8, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END ..................C=8, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END ..................C=8, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END .................C=8, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .................C=8, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .................C=8, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .................C=8, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .................C=8, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=8, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=8, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=8, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=8, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=8, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=8, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=8, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=8, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=8, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=8, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=8, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=8, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=8, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=8, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=8, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=8, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=8, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=8, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=8, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=8, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=8, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=8, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=8, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=8, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=8, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=8, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=8, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=8, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=8, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=8, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=8, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=8, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=8, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=8, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=8, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=8, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=8, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=8, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=8, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=8, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=8, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=8, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=8, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=8, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=8, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=8, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=8, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=8, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=8, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=8, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=8, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=8, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=8, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=8, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=8, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=8, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=8, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=8, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=8, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=8, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=8, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=8, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=8, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=8, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=8, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=8, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=8, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=8, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=8, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=8, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=8, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=8, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=8, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=8, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=8, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .......................C=9, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END .......................C=9, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END .......................C=9, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END .......................C=9, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END .......................C=9, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ....................C=9, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ....................C=9, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ....................C=9, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ....................C=9, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ....................C=9, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ...................C=9, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...................C=9, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...................C=9, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...................C=9, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...................C=9, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .....................C=9, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END .....................C=9, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END .....................C=9, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END .....................C=9, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END .....................C=9, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END ..................C=9, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END ..................C=9, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END ..................C=9, gamma=0.1, kernel=linear; total time=   0.0s
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[CV 5/5] END ..................C=9, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END .................C=9, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .................C=9, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .................C=9, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .................C=9, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .................C=9, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=9, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=9, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=9, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=9, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=9, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=9, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=9, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=9, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=9, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=9, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=9, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=9, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=9, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=9, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=9, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=9, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=9, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=9, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=9, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=9, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=9, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=9, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=9, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=9, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=9, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=9, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=9, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=9, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=9, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=9, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=9, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=9, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=9, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=9, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=9, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=9, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=9, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=9, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=9, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=9, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=9, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=9, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=9, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=9, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=9, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=9, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=9, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=9, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=9, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=9, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=9, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=9, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=9, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=9, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=9, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=9, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=9, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=9, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=9, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=9, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=9, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=9, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=9, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=9, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=9, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=9, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=9, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=9, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=9, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=9, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=9, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=9, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=9, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=9, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=9, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=10, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=10, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=10, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=10, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=10, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=10, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=10, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=10, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=10, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=10, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=10, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=10, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=10, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=10, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=10, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=10, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=10, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=10, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=10, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=10, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=10, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=10, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=10, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=10, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=10, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=10, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=10, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=10, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=10, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=10, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=10, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=10, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=10, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=10, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=10, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=10, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=10, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=10, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=10, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=10, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=10, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=10, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=10, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=10, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=10, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=10, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=10, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=10, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=10, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=10, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=10, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=10, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=10, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=10, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=10, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=10, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=10, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=10, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=10, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=10, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=10, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=10, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=10, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=10, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=10, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=10, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=10, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=10, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=10, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=10, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=10, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=10, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=10, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=10, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=10, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=10, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=10, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=10, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=10, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=10, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=10, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=10, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=10, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=10, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=10, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=10, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=10, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=10, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=10, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=10, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=10, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=10, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=10, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=10, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=10, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=10, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=10, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=10, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=10, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=10, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=10, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=10, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=10, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=10, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=10, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=11, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=11, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=11, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=11, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=11, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=11, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=11, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=11, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=11, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=11, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=11, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=11, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=11, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=11, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=11, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=11, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=11, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=11, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=11, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=11, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=11, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=11, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=11, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=11, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=11, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=11, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=11, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=11, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=11, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=11, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=11, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=11, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=11, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=11, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=11, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=11, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=11, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=11, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=11, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=11, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=11, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=11, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=11, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=11, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=11, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=11, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=11, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=11, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=11, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=11, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=11, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=11, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=11, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=11, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=11, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=11, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=11, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=11, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=11, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=11, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=11, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=11, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=11, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=11, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=11, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=11, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=11, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=11, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=11, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=11, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=11, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=11, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=11, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=11, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=11, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=11, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=11, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=11, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=11, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=11, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=11, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=11, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=11, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=11, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=11, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=11, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=11, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=11, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=11, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=11, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=11, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=11, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=11, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=11, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=11, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=11, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=11, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=11, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=11, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=11, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=11, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=11, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=11, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=11, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=11, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=12, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=12, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=12, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=12, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=12, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=12, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=12, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=12, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=12, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=12, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=12, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=12, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=12, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=12, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=12, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=12, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=12, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=12, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=12, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=12, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=12, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=12, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=12, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=12, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=12, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=12, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=12, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=12, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=12, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=12, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=12, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=12, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=12, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=12, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=12, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=12, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=12, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=12, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=12, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=12, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=12, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=12, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=12, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=12, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=12, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=12, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=12, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=12, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=12, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=12, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=12, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=12, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=12, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=12, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=12, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=12, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=12, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=12, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=12, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=12, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=12, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=12, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=12, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=12, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=12, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=12, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=12, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=12, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=12, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=12, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=12, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=12, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=12, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=12, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=12, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=12, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=12, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=12, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=12, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=12, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=12, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=12, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=12, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=12, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=12, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=12, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=12, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=12, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=12, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=12, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=12, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=12, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=12, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=12, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=12, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=12, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=12, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=12, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=12, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=12, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=12, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=12, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=12, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=12, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=12, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=13, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=13, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=13, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=13, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=13, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=13, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=13, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=13, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=13, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=13, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=13, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=13, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=13, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=13, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=13, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=13, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=13, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=13, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=13, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=13, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=13, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=13, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=13, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=13, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=13, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=13, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=13, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=13, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=13, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=13, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=13, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=13, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=13, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=13, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=13, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=13, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=13, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=13, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=13, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=13, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=13, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=13, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=13, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=13, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=13, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=13, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=13, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=13, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=13, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=13, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=13, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=13, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=13, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=13, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=13, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=13, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=13, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=13, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=13, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=13, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=13, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=13, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=13, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=13, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=13, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=13, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=13, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=13, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=13, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=13, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=13, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=13, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=13, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=13, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=13, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=13, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=13, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=13, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=13, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=13, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=13, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=13, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=13, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=13, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=13, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=13, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=13, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=13, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=13, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=13, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=13, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=13, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=13, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=13, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=13, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=13, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=13, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=13, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=13, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=13, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=13, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=13, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=13, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=13, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=13, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=14, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=14, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=14, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=14, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=14, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=14, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=14, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=14, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=14, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=14, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=14, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=14, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=14, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=14, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=14, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=14, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=14, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=14, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=14, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=14, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=14, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=14, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=14, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=14, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=14, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=14, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=14, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=14, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=14, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=14, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=14, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=14, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=14, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=14, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=14, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=14, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=14, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=14, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=14, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=14, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=14, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=14, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=14, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=14, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=14, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=14, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=14, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=14, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=14, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=14, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=14, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=14, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=14, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=14, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=14, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=14, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=14, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=14, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=14, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=14, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=14, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=14, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=14, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=14, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=14, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=14, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=14, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=14, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=14, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=14, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=14, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=14, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=14, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=14, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=14, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=14, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=14, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=14, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=14, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=14, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=14, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=14, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=14, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=14, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=14, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=14, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=14, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=14, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=14, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=14, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=14, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=14, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=14, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=14, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=14, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=14, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=14, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=14, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=14, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=14, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=14, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=14, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=14, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=14, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=14, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=15, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=15, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=15, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=15, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=15, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=15, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=15, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=15, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=15, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=15, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=15, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=15, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=15, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=15, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=15, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=15, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=15, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=15, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=15, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=15, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=15, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=15, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=15, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=15, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=15, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=15, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=15, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=15, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=15, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=15, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=15, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=15, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=15, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=15, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=15, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=15, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=15, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=15, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=15, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=15, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=15, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=15, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=15, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=15, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=15, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=15, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=15, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=15, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=15, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=15, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=15, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=15, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=15, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=15, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=15, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=15, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=15, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=15, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=15, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=15, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=15, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=15, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=15, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=15, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=15, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=15, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=15, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=15, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=15, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=15, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=15, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=15, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=15, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=15, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=15, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=15, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=15, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=15, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=15, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=15, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=15, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=15, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=15, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=15, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=15, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=15, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=15, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=15, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=15, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=15, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=15, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=15, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=15, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=15, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=15, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=15, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=15, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=15, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=15, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=15, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=15, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=15, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=15, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=15, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=15, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=16, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=16, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=16, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=16, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=16, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=16, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=16, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=16, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=16, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=16, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=16, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=16, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=16, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=16, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=16, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=16, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=16, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=16, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=16, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=16, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=16, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=16, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=16, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=16, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=16, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=16, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=16, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=16, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=16, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=16, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=16, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=16, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=16, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=16, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=16, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=16, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=16, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=16, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=16, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=16, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=16, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=16, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=16, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=16, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=16, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=16, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=16, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=16, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=16, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=16, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=16, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=16, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=16, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=16, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=16, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=16, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=16, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=16, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=16, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=16, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=16, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=16, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=16, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=16, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=16, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=16, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=16, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=16, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=16, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=16, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=16, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=16, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=16, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=16, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=16, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=16, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=16, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=16, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=16, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=16, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=16, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=16, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=16, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=16, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=16, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=16, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=16, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=16, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=16, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=16, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=16, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=16, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=16, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=16, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=16, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=16, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=16, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=16, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=16, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=16, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=16, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=16, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=16, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=16, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=16, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=17, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=17, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=17, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=17, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=17, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=17, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=17, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=17, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=17, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=17, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=17, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=17, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=17, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=17, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=17, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=17, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=17, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=17, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=17, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=17, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=17, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=17, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=17, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=17, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=17, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=17, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=17, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=17, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=17, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=17, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=17, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=17, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=17, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=17, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=17, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=17, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=17, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=17, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=17, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=17, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=17, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=17, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=17, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=17, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=17, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=17, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=17, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=17, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=17, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=17, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=17, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=17, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=17, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=17, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=17, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=17, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=17, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=17, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=17, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=17, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=17, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=17, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=17, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=17, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=17, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=17, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=17, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=17, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=17, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=17, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=17, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=17, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=17, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=17, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=17, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=17, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=17, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=17, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=17, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=17, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=17, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=17, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=17, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=17, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=17, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=17, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=17, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=17, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=17, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=17, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=17, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=17, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=17, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=17, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=17, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=17, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=17, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=17, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=17, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=17, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=17, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=17, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=17, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=17, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=17, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=18, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=18, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=18, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=18, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=18, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=18, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=18, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=18, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=18, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=18, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=18, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=18, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=18, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=18, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=18, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=18, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=18, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=18, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=18, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=18, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=18, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=18, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=18, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=18, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=18, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=18, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=18, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=18, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=18, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=18, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=18, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=18, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=18, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=18, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=18, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=18, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=18, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=18, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=18, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=18, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=18, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=18, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=18, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=18, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=18, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=18, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=18, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=18, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=18, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=18, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=18, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=18, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=18, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=18, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=18, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=18, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=18, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=18, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=18, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=18, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=18, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=18, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=18, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=18, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=18, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=18, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=18, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=18, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=18, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=18, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=18, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=18, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=18, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=18, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=18, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=18, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=18, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=18, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=18, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=18, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=18, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=18, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=18, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=18, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=18, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=18, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=18, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=18, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=18, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=18, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=18, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=18, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=18, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=18, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=18, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=18, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=18, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=18, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=18, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=18, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=18, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=18, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=18, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=18, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=18, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=19, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=19, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=19, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=19, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=19, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=19, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=19, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=19, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=19, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=19, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=19, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=19, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=19, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=19, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=19, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=19, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=19, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=19, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=19, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=19, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=19, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=19, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=19, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=19, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=19, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=19, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=19, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=19, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=19, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=19, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=19, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=19, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=19, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=19, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=19, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=19, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=19, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=19, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=19, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=19, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=19, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=19, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=19, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=19, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=19, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=19, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=19, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=19, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=19, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=19, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=19, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=19, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=19, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=19, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=19, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=19, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=19, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=19, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=19, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=19, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=19, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=19, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=19, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=19, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=19, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=19, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=19, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=19, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=19, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=19, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=19, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=19, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=19, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=19, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=19, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=19, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=19, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=19, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=19, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=19, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=19, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=19, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=19, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=19, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=19, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=19, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=19, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=19, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=19, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=19, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=19, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=19, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=19, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=19, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=19, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=19, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=19, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=19, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=19, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=19, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=19, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=19, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=19, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=19, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=19, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=20, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=20, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=20, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=20, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=20, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=20, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=20, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=20, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=20, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=20, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=20, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=20, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=20, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=20, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=20, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=20, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=20, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=20, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=20, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=20, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=20, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=20, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=20, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=20, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=20, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=20, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=20, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=20, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=20, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=20, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=20, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=20, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=20, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=20, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=20, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=20, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=20, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=20, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=20, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=20, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=20, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=20, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=20, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=20, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=20, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=20, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=20, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=20, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=20, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=20, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=20, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=20, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=20, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=20, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=20, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=20, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=20, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=20, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=20, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=20, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=20, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=20, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=20, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=20, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=20, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=20, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=20, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=20, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=20, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=20, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=20, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=20, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=20, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=20, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=20, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=20, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=20, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=20, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=20, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=20, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=20, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=20, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=20, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=20, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=20, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=20, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=20, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=20, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=20, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=20, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=20, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=20, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=20, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=20, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=20, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=20, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=20, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=20, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=20, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=20, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=20, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=20, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=20, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=20, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=20, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=21, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=21, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=21, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=21, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=21, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=21, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=21, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=21, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=21, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=21, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=21, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=21, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=21, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=21, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=21, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=21, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=21, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=21, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=21, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=21, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=21, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=21, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=21, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=21, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=21, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=21, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=21, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=21, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=21, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=21, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=21, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=21, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=21, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=21, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=21, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=21, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=21, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=21, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=21, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=21, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=21, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=21, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=21, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=21, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=21, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=21, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=21, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=21, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=21, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=21, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=21, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=21, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=21, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=21, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=21, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=21, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=21, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=21, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=21, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=21, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=21, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=21, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=21, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=21, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=21, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=21, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=21, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=21, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=21, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=21, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=21, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=21, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=21, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=21, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=21, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=21, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=21, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=21, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=21, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=21, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=21, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=21, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=21, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=21, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=21, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=21, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=21, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=21, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=21, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=21, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=21, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=21, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=21, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=21, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=21, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=21, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=21, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=21, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=21, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=21, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=21, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=21, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=21, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=21, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=21, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=22, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=22, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=22, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=22, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=22, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=22, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=22, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=22, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=22, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=22, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=22, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=22, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=22, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=22, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=22, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=22, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=22, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=22, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=22, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=22, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=22, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=22, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=22, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=22, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=22, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=22, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=22, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=22, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=22, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=22, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=22, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=22, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=22, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=22, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=22, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=22, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=22, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=22, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=22, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=22, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=22, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=22, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=22, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=22, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=22, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=22, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=22, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=22, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=22, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=22, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=22, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=22, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=22, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=22, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=22, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=22, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=22, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=22, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=22, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=22, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=22, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=22, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=22, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=22, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=22, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=22, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=22, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=22, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=22, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=22, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=22, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=22, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=22, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=22, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=22, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=22, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=22, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=22, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=22, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=22, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=22, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=22, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=22, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=22, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=22, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=22, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=22, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=22, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=22, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=22, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=22, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=22, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=22, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=22, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=22, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=22, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=22, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=22, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=22, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=22, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=22, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=22, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=22, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=22, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=22, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=23, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=23, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=23, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=23, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=23, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=23, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=23, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=23, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=23, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=23, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=23, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=23, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=23, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=23, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=23, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=23, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=23, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=23, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=23, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=23, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=23, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=23, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=23, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=23, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=23, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=23, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=23, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=23, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=23, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=23, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=23, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=23, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=23, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=23, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=23, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=23, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=23, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=23, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=23, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=23, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=23, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=23, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=23, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=23, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=23, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=23, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=23, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=23, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=23, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=23, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=23, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=23, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=23, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=23, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=23, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=23, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=23, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=23, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=23, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=23, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=23, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=23, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=23, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=23, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=23, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=23, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=23, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=23, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=23, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=23, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=23, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=23, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=23, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=23, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=23, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=23, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=23, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=23, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=23, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=23, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=23, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=23, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=23, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=23, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=23, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=23, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=23, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=23, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=23, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=23, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=23, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=23, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=23, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=23, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=23, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=23, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=23, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=23, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=23, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=23, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=23, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=23, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=23, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=23, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=23, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=24, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=24, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=24, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=24, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=24, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=24, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=24, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=24, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=24, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=24, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=24, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=24, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=24, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=24, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=24, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=24, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=24, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=24, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=24, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=24, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=24, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=24, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=24, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=24, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=24, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=24, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=24, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=24, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=24, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=24, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=24, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=24, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=24, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=24, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=24, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=24, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=24, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=24, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=24, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=24, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=24, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=24, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=24, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=24, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=24, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=24, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=24, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=24, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=24, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=24, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=24, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=24, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=24, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=24, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=24, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=24, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=24, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=24, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=24, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=24, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=24, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=24, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=24, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=24, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=24, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=24, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=24, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=24, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=24, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=24, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=24, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=24, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=24, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=24, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=24, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=24, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=24, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=24, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=24, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=24, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=24, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=24, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=24, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=24, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=24, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=24, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=24, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=24, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=24, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=24, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=24, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=24, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=24, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=24, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=24, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=24, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=24, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=24, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=24, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=24, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=24, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=24, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=24, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=24, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=24, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=25, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=25, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=25, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=25, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=25, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=25, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=25, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=25, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=25, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=25, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=25, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=25, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=25, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=25, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=25, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=25, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=25, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=25, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=25, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=25, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=25, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=25, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=25, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=25, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=25, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=25, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=25, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=25, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=25, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=25, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=25, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=25, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=25, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=25, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=25, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=25, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=25, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=25, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=25, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=25, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=25, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=25, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=25, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=25, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=25, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=25, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=25, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=25, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=25, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=25, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=25, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=25, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=25, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=25, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=25, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=25, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=25, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=25, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=25, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=25, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=25, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=25, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=25, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=25, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=25, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=25, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=25, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=25, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=25, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=25, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=25, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=25, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=25, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=25, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=25, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=25, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=25, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=25, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=25, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=25, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=25, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=25, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=25, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=25, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=25, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=25, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=25, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=25, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=25, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=25, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=25, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=25, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=25, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=25, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=25, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=25, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=25, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=25, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=25, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=25, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=25, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=25, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=25, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=25, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=25, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=26, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=26, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=26, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=26, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=26, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=26, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=26, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=26, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=26, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=26, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=26, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=26, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=26, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=26, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=26, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=26, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=26, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=26, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=26, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=26, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=26, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=26, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=26, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=26, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=26, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=26, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=26, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=26, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=26, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=26, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=26, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=26, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=26, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=26, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=26, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=26, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=26, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=26, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=26, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=26, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=26, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=26, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=26, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=26, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=26, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=26, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=26, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=26, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=26, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=26, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=26, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=26, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=26, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=26, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=26, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=26, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=26, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=26, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=26, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=26, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=26, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=26, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=26, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=26, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=26, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=26, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=26, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=26, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=26, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=26, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=26, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=26, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=26, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=26, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=26, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=26, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=26, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=26, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=26, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=26, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=26, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=26, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=26, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=26, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=26, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=26, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=26, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=26, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=26, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=26, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=26, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=26, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=26, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=26, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=26, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=26, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=26, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=26, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=26, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=26, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=26, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=26, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=26, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=26, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=26, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=27, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=27, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=27, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=27, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=27, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=27, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=27, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=27, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=27, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=27, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=27, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=27, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=27, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=27, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=27, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=27, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=27, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=27, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=27, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=27, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=27, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=27, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=27, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=27, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=27, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=27, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=27, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=27, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=27, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=27, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=27, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=27, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=27, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=27, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=27, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=27, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=27, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=27, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=27, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=27, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=27, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=27, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=27, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=27, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=27, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=27, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=27, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=27, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=27, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=27, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=27, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=27, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=27, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=27, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=27, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=27, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=27, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=27, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=27, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=27, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=27, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=27, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=27, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=27, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=27, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=27, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=27, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=27, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=27, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=27, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=27, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=27, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=27, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=27, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=27, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=27, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=27, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=27, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=27, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=27, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=27, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=27, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=27, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=27, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=27, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=27, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=27, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=27, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=27, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=27, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=27, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=27, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=27, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=27, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=27, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=27, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=27, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=27, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=27, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=27, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=27, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=27, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=27, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=27, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=27, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=28, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=28, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=28, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=28, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=28, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=28, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=28, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=28, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=28, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=28, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=28, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=28, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=28, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=28, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=28, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=28, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=28, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=28, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=28, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=28, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=28, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=28, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=28, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=28, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=28, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=28, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=28, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=28, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=28, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=28, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=28, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=28, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=28, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=28, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=28, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=28, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=28, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=28, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=28, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=28, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=28, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=28, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=28, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=28, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=28, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=28, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=28, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=28, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=28, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=28, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=28, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=28, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=28, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=28, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=28, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=28, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=28, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=28, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=28, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=28, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=28, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=28, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=28, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=28, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=28, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=28, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=28, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=28, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=28, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=28, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=28, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=28, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=28, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=28, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=28, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=28, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=28, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=28, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=28, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=28, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=28, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=28, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=28, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=28, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=28, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=28, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=28, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=28, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=28, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=28, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=28, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=28, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=28, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=28, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=28, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=28, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=28, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=28, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=28, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=28, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=28, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=28, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=28, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=28, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=28, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=29, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=29, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=29, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=29, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=29, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=29, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=29, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=29, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=29, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=29, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=29, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=29, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=29, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=29, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=29, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=29, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=29, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=29, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=29, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=29, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=29, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=29, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=29, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=29, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=29, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=29, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=29, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=29, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=29, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=29, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=29, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=29, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=29, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=29, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=29, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=29, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=29, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=29, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=29, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=29, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=29, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=29, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=29, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=29, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=29, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=29, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=29, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=29, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=29, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=29, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=29, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=29, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=29, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=29, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=29, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=29, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=29, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=29, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=29, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=29, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=29, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=29, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=29, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=29, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=29, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=29, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=29, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=29, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=29, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=29, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=29, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=29, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=29, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=29, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=29, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=29, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=29, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=29, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=29, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=29, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=29, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=29, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=29, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=29, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=29, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=29, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=29, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=29, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=29, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=29, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=29, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=29, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=29, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=29, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=29, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=29, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=29, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=29, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=29, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=29, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=29, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=29, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=29, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=29, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=29, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=30, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=30, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=30, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=30, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=30, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=30, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=30, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=30, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=30, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=30, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=30, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=30, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=30, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=30, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=30, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=30, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=30, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=30, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=30, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=30, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=30, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=30, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=30, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=30, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=30, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=30, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=30, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=30, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=30, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=30, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=30, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=30, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=30, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=30, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=30, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=30, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=30, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=30, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=30, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=30, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=30, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=30, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=30, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=30, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=30, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=30, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=30, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=30, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=30, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=30, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=30, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=30, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=30, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=30, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=30, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=30, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=30, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=30, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=30, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=30, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=30, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=30, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=30, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=30, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=30, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=30, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=30, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=30, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=30, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=30, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=30, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=30, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=30, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=30, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=30, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=30, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=30, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=30, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=30, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=30, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=30, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=30, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=30, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=30, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=30, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=30, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=30, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=30, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=30, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=30, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=30, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=30, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=30, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=30, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=30, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=30, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=30, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=30, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=30, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=30, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=30, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=30, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=30, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=30, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=30, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=31, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=31, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=31, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=31, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=31, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=31, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=31, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=31, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=31, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=31, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=31, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=31, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=31, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=31, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=31, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=31, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=31, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=31, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=31, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=31, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=31, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=31, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=31, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=31, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=31, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=31, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=31, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=31, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=31, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=31, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=31, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=31, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=31, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=31, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=31, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=31, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=31, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=31, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=31, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=31, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=31, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=31, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=31, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=31, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=31, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=31, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=31, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=31, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=31, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=31, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=31, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=31, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=31, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=31, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=31, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=31, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=31, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=31, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=31, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=31, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=31, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=31, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=31, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=31, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=31, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=31, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=31, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=31, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=31, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=31, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=31, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=31, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=31, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=31, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=31, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=31, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=31, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=31, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=31, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=31, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=31, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=31, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=31, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=31, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=31, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=31, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=31, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=31, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=31, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=31, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=31, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=31, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=31, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=31, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=31, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=31, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=31, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=31, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=31, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=31, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=31, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=31, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=31, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=31, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=31, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=32, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=32, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=32, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=32, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=32, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=32, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=32, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=32, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=32, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=32, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=32, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=32, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=32, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=32, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=32, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=32, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=32, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=32, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=32, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=32, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=32, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=32, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=32, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=32, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=32, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=32, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=32, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=32, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=32, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=32, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=32, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=32, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=32, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=32, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=32, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=32, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=32, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=32, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=32, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=32, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=32, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=32, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=32, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=32, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=32, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=32, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=32, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=32, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=32, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=32, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=32, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=32, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=32, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=32, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=32, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=32, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=32, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=32, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=32, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=32, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=32, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=32, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=32, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=32, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=32, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=32, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=32, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=32, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=32, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=32, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=32, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=32, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=32, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=32, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=32, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=32, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=32, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=32, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=32, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=32, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=32, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=32, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=32, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=32, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=32, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=32, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=32, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=32, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=32, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=32, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=32, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=32, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=32, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=32, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=32, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=32, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=32, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=32, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=32, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=32, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=32, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=32, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=32, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=32, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=32, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=33, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=33, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=33, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=33, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=33, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=33, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=33, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=33, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=33, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=33, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=33, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=33, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=33, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=33, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=33, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=33, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=33, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=33, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=33, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=33, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=33, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=33, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=33, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=33, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=33, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=33, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=33, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=33, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=33, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=33, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=33, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=33, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=33, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=33, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=33, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=33, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=33, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=33, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=33, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=33, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=33, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=33, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=33, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=33, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=33, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=33, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=33, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=33, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=33, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=33, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=33, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=33, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=33, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=33, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=33, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=33, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=33, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=33, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=33, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=33, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=33, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=33, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=33, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=33, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=33, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=33, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=33, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=33, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=33, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=33, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=33, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=33, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=33, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=33, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=33, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=33, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=33, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=33, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=33, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=33, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=33, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=33, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=33, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=33, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=33, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=33, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=33, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=33, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=33, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=33, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=33, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=33, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=33, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=33, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=33, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=33, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=33, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=33, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=33, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=33, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=33, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=33, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=33, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=33, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=33, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=34, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=34, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=34, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=34, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=34, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=34, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=34, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=34, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=34, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=34, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=34, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=34, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=34, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=34, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=34, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=34, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=34, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=34, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=34, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=34, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=34, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=34, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=34, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=34, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=34, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=34, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=34, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=34, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=34, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=34, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=34, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=34, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=34, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=34, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=34, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=34, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=34, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=34, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=34, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=34, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=34, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=34, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=34, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=34, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=34, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=34, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=34, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=34, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=34, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=34, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=34, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=34, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=34, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=34, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=34, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=34, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=34, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=34, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=34, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=34, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=34, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=34, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=34, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=34, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=34, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=34, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=34, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=34, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=34, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=34, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=34, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=34, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=34, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=34, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=34, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=34, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=34, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=34, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=34, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=34, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=34, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=34, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=34, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=34, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=34, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=34, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=34, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=34, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=34, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=34, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=34, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=34, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=34, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=34, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=34, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=34, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=34, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=34, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=34, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=34, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=34, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=34, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=34, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=34, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=34, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=35, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=35, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=35, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=35, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=35, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=35, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=35, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=35, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=35, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=35, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=35, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=35, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=35, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=35, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=35, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=35, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=35, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=35, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=35, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=35, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=35, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=35, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=35, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=35, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=35, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=35, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=35, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=35, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=35, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=35, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=35, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=35, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=35, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=35, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=35, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=35, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=35, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=35, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=35, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=35, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=35, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=35, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=35, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=35, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=35, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=35, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=35, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=35, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=35, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=35, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=35, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=35, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=35, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=35, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=35, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=35, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=35, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=35, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=35, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=35, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=35, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=35, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=35, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=35, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=35, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=35, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=35, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=35, gamma=0.01, kernel=linear; total time=   0.0s
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[CV 5/5] END ................C=35, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=35, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=35, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=35, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=35, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=35, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=35, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=35, gamma=0.005, kernel=rbf; total time=   0.0s
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[CV 5/5] END ..................C=35, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=35, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=35, gamma=0.005, kernel=linear; total time=   0.0s
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[CV 5/5] END ...............C=35, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=35, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=35, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=35, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=35, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=35, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=35, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=35, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=35, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=35, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=35, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=35, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=35, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=35, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=35, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=35, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=35, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=35, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=35, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=35, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=35, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=36, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=36, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=36, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=36, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=36, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=36, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=36, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=36, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=36, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=36, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=36, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=36, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=36, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=36, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=36, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=36, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=36, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=36, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=36, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=36, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=36, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=36, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=36, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=36, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=36, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=36, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=36, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=36, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=36, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=36, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=36, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=36, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=36, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=36, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=36, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=36, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=36, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=36, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=36, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=36, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=36, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=36, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=36, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=36, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=36, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=36, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=36, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=36, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=36, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=36, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=36, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=36, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=36, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=36, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=36, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=36, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=36, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=36, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=36, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=36, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=36, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=36, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=36, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=36, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=36, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=36, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=36, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=36, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=36, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=36, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=36, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=36, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=36, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=36, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=36, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=36, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=36, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=36, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=36, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=36, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=36, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=36, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=36, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=36, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=36, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=36, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=36, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=36, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=36, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=36, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=36, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=36, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=36, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=36, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=36, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=36, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=36, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=36, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=36, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=36, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=36, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=36, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=36, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=36, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=36, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=37, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=37, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=37, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=37, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=37, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=37, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=37, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=37, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=37, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=37, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=37, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=37, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=37, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=37, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=37, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=37, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=37, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=37, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=37, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=37, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=37, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=37, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=37, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=37, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=37, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=37, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=37, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=37, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=37, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=37, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=37, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=37, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=37, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=37, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=37, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=37, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=37, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=37, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=37, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=37, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=37, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=37, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=37, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=37, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=37, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=37, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=37, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=37, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=37, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=37, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=37, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=37, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=37, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=37, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=37, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=37, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=37, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=37, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=37, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=37, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=37, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=37, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=37, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=37, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=37, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=37, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=37, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=37, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=37, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=37, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=37, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=37, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=37, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=37, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=37, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=37, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=37, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=37, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=37, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=37, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=37, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=37, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=37, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=37, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=37, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=37, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=37, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=37, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=37, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=37, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=37, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=37, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=37, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=37, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=37, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=37, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=37, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=37, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=37, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=37, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=37, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=37, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=37, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=37, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=37, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=38, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=38, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=38, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=38, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=38, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=38, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=38, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=38, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=38, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=38, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=38, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=38, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=38, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=38, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=38, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=38, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=38, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=38, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=38, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=38, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=38, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=38, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=38, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=38, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=38, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=38, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=38, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=38, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=38, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=38, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=38, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=38, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=38, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=38, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=38, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=38, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=38, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=38, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=38, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=38, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=38, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=38, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=38, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=38, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=38, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=38, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=38, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=38, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=38, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=38, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=38, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=38, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=38, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=38, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=38, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=38, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=38, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=38, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=38, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=38, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=38, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=38, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=38, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=38, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=38, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=38, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=38, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=38, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=38, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=38, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=38, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=38, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=38, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=38, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=38, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=38, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=38, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=38, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=38, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=38, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=38, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=38, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=38, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=38, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=38, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=38, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=38, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=38, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=38, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=38, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=38, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=38, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=38, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=38, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=38, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=38, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=38, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=38, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=38, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=38, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=38, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=38, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=38, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=38, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=38, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=39, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=39, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=39, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=39, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=39, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=39, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=39, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=39, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=39, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=39, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=39, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=39, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=39, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=39, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=39, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=39, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=39, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=39, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=39, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=39, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=39, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=39, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=39, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=39, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=39, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=39, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=39, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=39, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=39, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=39, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=39, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=39, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=39, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=39, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=39, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=39, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=39, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=39, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=39, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=39, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=39, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=39, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=39, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=39, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=39, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=39, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=39, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=39, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=39, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=39, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=39, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=39, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=39, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=39, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=39, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=39, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=39, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=39, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=39, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=39, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=39, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=39, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=39, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=39, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=39, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=39, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=39, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=39, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=39, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=39, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=39, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=39, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=39, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=39, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=39, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=39, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=39, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=39, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=39, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=39, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=39, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=39, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=39, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=39, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=39, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=39, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=39, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=39, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=39, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=39, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=39, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=39, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=39, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=39, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=39, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=39, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=39, gamma=0.0001, kernel=linear; total time=   0.0s
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[CV 5/5] END ..............C=39, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=39, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=39, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=39, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=39, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=39, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=40, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=40, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=40, gamma=1, kernel=rbf; total time=   0.0s
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[CV 5/5] END ......................C=40, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=40, gamma=1, kernel=linear; total time=   0.0s
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[CV 1/5] END ..................C=40, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=40, gamma=1, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ..................C=40, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=40, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=40, gamma=0.1, kernel=rbf; total time=   0.0s
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[CV 1/5] END .................C=40, gamma=0.1, kernel=linear; total time=   0.0s
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[CV 1/5] END ................C=40, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=40, gamma=0.1, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ................C=40, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=40, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=40, gamma=0.03, kernel=rbf; total time=   0.0s
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[CV 4/5] END ...................C=40, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=40, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=40, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=40, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=40, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=40, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=40, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=40, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=40, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=40, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=40, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=40, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=40, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=40, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=40, gamma=0.02, kernel=rbf; total time=   0.0s
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[CV 5/5] END ...................C=40, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=40, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=40, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=40, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=40, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=40, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=40, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=40, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=40, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=40, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=40, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=40, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=40, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=40, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=40, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=40, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=40, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=40, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=40, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=40, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=40, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=40, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=40, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=40, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=40, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=40, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=40, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=40, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=40, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=40, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=40, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=40, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=40, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=40, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=40, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=40, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=40, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=40, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=40, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=40, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=40, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=40, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=40, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=40, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=40, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=40, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=40, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=40, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=40, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=40, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=40, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=40, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=40, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=40, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=40, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=40, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=41, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=41, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=41, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=41, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=41, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=41, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=41, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=41, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=41, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=41, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=41, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=41, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=41, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=41, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=41, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=41, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=41, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=41, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=41, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=41, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=41, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=41, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=41, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=41, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=41, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=41, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=41, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=41, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=41, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=41, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=41, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=41, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=41, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=41, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=41, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=41, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=41, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=41, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=41, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=41, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=41, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=41, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=41, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=41, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=41, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=41, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=41, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=41, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=41, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=41, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=41, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=41, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=41, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=41, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=41, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=41, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=41, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=41, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=41, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=41, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=41, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=41, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=41, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=41, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=41, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=41, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=41, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=41, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=41, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=41, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=41, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=41, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=41, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=41, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=41, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=41, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=41, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=41, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=41, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=41, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=41, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=41, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=41, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=41, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=41, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=41, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=41, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=41, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=41, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=41, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=41, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=41, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=41, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=41, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=41, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=41, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=41, gamma=0.0001, kernel=linear; total time=   0.0s
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[CV 5/5] END ..............C=41, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=41, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=41, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=41, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=41, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=41, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=42, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=42, gamma=1, kernel=rbf; total time=   0.0s
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[CV 5/5] END ......................C=42, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=42, gamma=1, kernel=linear; total time=   0.0s
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[CV 1/5] END ..................C=42, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=42, gamma=1, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ..................C=42, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=42, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=42, gamma=0.1, kernel=rbf; total time=   0.0s
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[CV 5/5] END ....................C=42, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=42, gamma=0.1, kernel=linear; total time=   0.0s
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[CV 1/5] END ................C=42, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=42, gamma=0.1, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ................C=42, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=42, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=42, gamma=0.03, kernel=rbf; total time=   0.0s
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[CV 5/5] END ...................C=42, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=42, gamma=0.03, kernel=linear; total time=   0.0s
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[CV 5/5] END ................C=42, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=42, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=42, gamma=0.03, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ...............C=42, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=42, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=42, gamma=0.02, kernel=rbf; total time=   0.0s
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[CV 1/5] END ................C=42, gamma=0.02, kernel=linear; total time=   0.0s
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[CV 1/5] END ...............C=42, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=42, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=42, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=42, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=42, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=42, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=42, gamma=0.01, kernel=rbf; total time=   0.0s
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[CV 5/5] END ...................C=42, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=42, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=42, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=42, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=42, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=42, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=42, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=42, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=42, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=42, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=42, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=42, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=42, gamma=0.005, kernel=rbf; total time=   0.0s
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[CV 5/5] END ..................C=42, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=42, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=42, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=42, gamma=0.005, kernel=linear; total time=   0.0s
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[CV 5/5] END ...............C=42, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=42, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=42, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=42, gamma=0.005, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ..............C=42, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=42, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=42, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=42, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=42, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=42, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=42, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=42, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=42, gamma=0.0001, kernel=linear; total time=   0.0s
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[CV 5/5] END ..............C=42, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=42, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=42, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=42, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=42, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=42, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=43, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=43, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=43, gamma=1, kernel=rbf; total time=   0.0s
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[CV 1/5] END ...................C=43, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=43, gamma=1, kernel=linear; total time=   0.0s
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[CV 1/5] END ..................C=43, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=43, gamma=1, kernel=sigmoid; total time=   0.0s
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[CV 1/5] END ....................C=43, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=43, gamma=0.1, kernel=rbf; total time=   0.0s
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[CV 5/5] END ....................C=43, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=43, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=43, gamma=0.1, kernel=linear; total time=   0.0s
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[CV 1/5] END ................C=43, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=43, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=43, gamma=0.1, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ................C=43, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=43, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=43, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=43, gamma=0.03, kernel=rbf; total time=   0.0s
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[CV 5/5] END ...................C=43, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=43, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=43, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=43, gamma=0.03, kernel=linear; total time=   0.0s
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[CV 5/5] END ................C=43, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=43, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=43, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=43, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=43, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=43, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=43, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=43, gamma=0.02, kernel=rbf; total time=   0.0s
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[CV 1/5] END ................C=43, gamma=0.02, kernel=linear; total time=   0.0s
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[CV 5/5] END ................C=43, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=43, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=43, gamma=0.02, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ...............C=43, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=43, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=43, gamma=0.01, kernel=rbf; total time=   0.0s
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[CV 5/5] END ...................C=43, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=43, gamma=0.01, kernel=linear; total time=   0.0s
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[CV 5/5] END ................C=43, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=43, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=43, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=43, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=43, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=43, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=43, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=43, gamma=0.005, kernel=rbf; total time=   0.0s
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[CV 5/5] END ..................C=43, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=43, gamma=0.005, kernel=linear; total time=   0.0s
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[CV 1/5] END ..............C=43, gamma=0.005, kernel=sigmoid; total time=   0.0s
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[CV 1/5] END .................C=43, gamma=0.0001, kernel=rbf; total time=   0.0s
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[CV 1/5] END ..............C=43, gamma=0.0001, kernel=linear; total time=   0.0s
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[CV 1/5] END .............C=43, gamma=0.0001, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END .............C=43, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=44, gamma=1, kernel=rbf; total time=   0.0s
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[CV 1/5] END ...................C=44, gamma=1, kernel=linear; total time=   0.0s
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[CV 1/5] END ..................C=44, gamma=1, kernel=sigmoid; total time=   0.0s
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[CV 1/5] END ....................C=44, gamma=0.1, kernel=rbf; total time=   0.0s
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[CV 1/5] END .................C=44, gamma=0.1, kernel=linear; total time=   0.0s
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[CV 1/5] END ................C=44, gamma=0.1, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ................C=44, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=44, gamma=0.03, kernel=rbf; total time=   0.0s
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[CV 1/5] END ................C=44, gamma=0.03, kernel=linear; total time=   0.0s
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[CV 1/5] END ...............C=44, gamma=0.03, kernel=sigmoid; total time=   0.0s
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[CV 1/5] END ...................C=44, gamma=0.02, kernel=rbf; total time=   0.0s
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[CV 1/5] END ................C=44, gamma=0.02, kernel=linear; total time=   0.0s
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[CV 1/5] END ...............C=44, gamma=0.02, kernel=sigmoid; total time=   0.0s
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[CV 1/5] END ...................C=44, gamma=0.01, kernel=rbf; total time=   0.0s
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[CV 1/5] END ................C=44, gamma=0.01, kernel=linear; total time=   0.0s
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[CV 1/5] END ..................C=44, gamma=0.005, kernel=rbf; total time=   0.0s
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[CV 4/5] END ..................C=44, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=44, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=44, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=44, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=44, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=44, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=44, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=44, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=44, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=44, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=44, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=44, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=44, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=44, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=44, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=44, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=44, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=44, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=44, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=44, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=44, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=44, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=44, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=44, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=44, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=44, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=44, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=45, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=45, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=45, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=45, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=45, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=45, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=45, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=45, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=45, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=45, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=45, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=45, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=45, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=45, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=45, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=45, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=45, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=45, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=45, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=45, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=45, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=45, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=45, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=45, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=45, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=45, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=45, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=45, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=45, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=45, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=45, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=45, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=45, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=45, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=45, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=45, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=45, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=45, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=45, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=45, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=45, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=45, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=45, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=45, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=45, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=45, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=45, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=45, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=45, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=45, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=45, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=45, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=45, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=45, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=45, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=45, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=45, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=45, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=45, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=45, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=45, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=45, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=45, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=45, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=45, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=45, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=45, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=45, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=45, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=45, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=45, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=45, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=45, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=45, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=45, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=45, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=45, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=45, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=45, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=45, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=45, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=45, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=45, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=45, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=45, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=45, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=45, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=45, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=45, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=45, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=45, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=45, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=45, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=45, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=45, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=45, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=45, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=45, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=45, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=45, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=45, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=45, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=45, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=45, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=45, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=46, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=46, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=46, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=46, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=46, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=46, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=46, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=46, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=46, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=46, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=46, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=46, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=46, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=46, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=46, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=46, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=46, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=46, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=46, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=46, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=46, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=46, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=46, gamma=0.1, kernel=linear; total time=   0.0s
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[CV 5/5] END .................C=46, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=46, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=46, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=46, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=46, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=46, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=46, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=46, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=46, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=46, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=46, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=46, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=46, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=46, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=46, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=46, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=46, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=46, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=46, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=46, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=46, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=46, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=46, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=46, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=46, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=46, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=46, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=46, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=46, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=46, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=46, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=46, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=46, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=46, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=46, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=46, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=46, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=46, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=46, gamma=0.01, kernel=rbf; total time=   0.0s
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[CV 5/5] END ...................C=46, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=46, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=46, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=46, gamma=0.01, kernel=linear; total time=   0.0s
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[CV 5/5] END ................C=46, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=46, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=46, gamma=0.01, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ...............C=46, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=46, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=46, gamma=0.005, kernel=rbf; total time=   0.0s
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[CV 5/5] END ..................C=46, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=46, gamma=0.005, kernel=linear; total time=   0.0s
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[CV 5/5] END ...............C=46, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=46, gamma=0.005, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ..............C=46, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=46, gamma=0.0001, kernel=rbf; total time=   0.0s
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[CV 5/5] END .................C=46, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=46, gamma=0.0001, kernel=linear; total time=   0.0s
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[CV 1/5] END .............C=46, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=46, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=46, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=46, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=46, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=47, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=47, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=47, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=47, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=47, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=47, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=47, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=47, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=47, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=47, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=47, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=47, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=47, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=47, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=47, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=47, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=47, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=47, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=47, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=47, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=47, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=47, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=47, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=47, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=47, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=47, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=47, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=47, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=47, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=47, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=47, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=47, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=47, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=47, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=47, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=47, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=47, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=47, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=47, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=47, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=47, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=47, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=47, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=47, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=47, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=47, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=47, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=47, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=47, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=47, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=47, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=47, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=47, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=47, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=47, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=47, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=47, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=47, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=47, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=47, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=47, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=47, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=47, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=47, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=47, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=47, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=47, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=47, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=47, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=47, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=47, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=47, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=47, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=47, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=47, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=47, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=47, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=47, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=47, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=47, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=47, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=47, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=47, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=47, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=47, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=47, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=47, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=47, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=47, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=47, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=47, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=47, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=47, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=47, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=47, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=47, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=47, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=47, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=47, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=47, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=47, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=47, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=47, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=47, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=47, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=48, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=48, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=48, gamma=1, kernel=rbf; total time=   0.0s
[CV 4/5] END ......................C=48, gamma=1, kernel=rbf; total time=   0.0s
[CV 5/5] END ......................C=48, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=48, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=48, gamma=1, kernel=linear; total time=   0.0s
[CV 3/5] END ...................C=48, gamma=1, kernel=linear; total time=   0.0s
[CV 4/5] END ...................C=48, gamma=1, kernel=linear; total time=   0.0s
[CV 5/5] END ...................C=48, gamma=1, kernel=linear; total time=   0.0s
[CV 1/5] END ..................C=48, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=48, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..................C=48, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..................C=48, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..................C=48, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=48, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=48, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=48, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=48, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=48, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=48, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=48, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=48, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=48, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=48, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=48, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=48, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=48, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=48, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=48, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=48, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=48, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=48, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=48, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=48, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=48, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=48, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=48, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=48, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=48, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=48, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=48, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=48, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=48, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=48, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=48, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=48, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=48, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=48, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=48, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=48, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=48, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=48, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=48, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=48, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=48, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=48, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=48, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=48, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=48, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=48, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=48, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=48, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=48, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=48, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=48, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=48, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=48, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=48, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=48, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=48, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=48, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=48, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=48, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=48, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=48, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=48, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=48, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=48, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=48, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=48, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=48, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=48, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=48, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=48, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=48, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=48, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=48, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=48, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=48, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=48, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=48, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=48, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=48, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=48, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=48, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=48, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=48, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=48, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=48, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=48, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=48, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=48, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=48, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=48, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ......................C=49, gamma=1, kernel=rbf; total time=   0.0s
[CV 2/5] END ......................C=49, gamma=1, kernel=rbf; total time=   0.0s
[CV 3/5] END ......................C=49, gamma=1, kernel=rbf; total time=   0.0s
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[CV 5/5] END ......................C=49, gamma=1, kernel=rbf; total time=   0.0s
[CV 1/5] END ...................C=49, gamma=1, kernel=linear; total time=   0.0s
[CV 2/5] END ...................C=49, gamma=1, kernel=linear; total time=   0.0s
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[CV 1/5] END ..................C=49, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..................C=49, gamma=1, kernel=sigmoid; total time=   0.0s
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[CV 5/5] END ..................C=49, gamma=1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ....................C=49, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 2/5] END ....................C=49, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 3/5] END ....................C=49, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 4/5] END ....................C=49, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 5/5] END ....................C=49, gamma=0.1, kernel=rbf; total time=   0.0s
[CV 1/5] END .................C=49, gamma=0.1, kernel=linear; total time=   0.0s
[CV 2/5] END .................C=49, gamma=0.1, kernel=linear; total time=   0.0s
[CV 3/5] END .................C=49, gamma=0.1, kernel=linear; total time=   0.0s
[CV 4/5] END .................C=49, gamma=0.1, kernel=linear; total time=   0.0s
[CV 5/5] END .................C=49, gamma=0.1, kernel=linear; total time=   0.0s
[CV 1/5] END ................C=49, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ................C=49, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ................C=49, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ................C=49, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ................C=49, gamma=0.1, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=49, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=49, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=49, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=49, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=49, gamma=0.03, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=49, gamma=0.03, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=49, gamma=0.03, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=49, gamma=0.03, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=49, gamma=0.03, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=49, gamma=0.03, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=49, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=49, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=49, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=49, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=49, gamma=0.03, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=49, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=49, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=49, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=49, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=49, gamma=0.02, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=49, gamma=0.02, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=49, gamma=0.02, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=49, gamma=0.02, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=49, gamma=0.02, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=49, gamma=0.02, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=49, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=49, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=49, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=49, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=49, gamma=0.02, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ...................C=49, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 2/5] END ...................C=49, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 3/5] END ...................C=49, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 4/5] END ...................C=49, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 5/5] END ...................C=49, gamma=0.01, kernel=rbf; total time=   0.0s
[CV 1/5] END ................C=49, gamma=0.01, kernel=linear; total time=   0.0s
[CV 2/5] END ................C=49, gamma=0.01, kernel=linear; total time=   0.0s
[CV 3/5] END ................C=49, gamma=0.01, kernel=linear; total time=   0.0s
[CV 4/5] END ................C=49, gamma=0.01, kernel=linear; total time=   0.0s
[CV 5/5] END ................C=49, gamma=0.01, kernel=linear; total time=   0.0s
[CV 1/5] END ...............C=49, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ...............C=49, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ...............C=49, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ...............C=49, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ...............C=49, gamma=0.01, kernel=sigmoid; total time=   0.0s
[CV 1/5] END ..................C=49, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 2/5] END ..................C=49, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 3/5] END ..................C=49, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 4/5] END ..................C=49, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 5/5] END ..................C=49, gamma=0.005, kernel=rbf; total time=   0.0s
[CV 1/5] END ...............C=49, gamma=0.005, kernel=linear; total time=   0.0s
[CV 2/5] END ...............C=49, gamma=0.005, kernel=linear; total time=   0.0s
[CV 3/5] END ...............C=49, gamma=0.005, kernel=linear; total time=   0.0s
[CV 4/5] END ...............C=49, gamma=0.005, kernel=linear; total time=   0.0s
[CV 5/5] END ...............C=49, gamma=0.005, kernel=linear; total time=   0.0s
[CV 1/5] END ..............C=49, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 2/5] END ..............C=49, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 3/5] END ..............C=49, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 4/5] END ..............C=49, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 5/5] END ..............C=49, gamma=0.005, kernel=sigmoid; total time=   0.0s
[CV 1/5] END .................C=49, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 2/5] END .................C=49, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 3/5] END .................C=49, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 4/5] END .................C=49, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 5/5] END .................C=49, gamma=0.0001, kernel=rbf; total time=   0.0s
[CV 1/5] END ..............C=49, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 2/5] END ..............C=49, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 3/5] END ..............C=49, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 4/5] END ..............C=49, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 5/5] END ..............C=49, gamma=0.0001, kernel=linear; total time=   0.0s
[CV 1/5] END .............C=49, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 2/5] END .............C=49, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 3/5] END .............C=49, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 4/5] END .............C=49, gamma=0.0001, kernel=sigmoid; total time=   0.0s
[CV 5/5] END .............C=49, gamma=0.0001, kernel=sigmoid; total time=   0.0s
Out[32]:
GridSearchCV(estimator=SVC(),
             param_grid={'C': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14,
                               15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26,
                               27, 28, 29, 30, ...],
                         'gamma': [1, 0.1, 0.03, 0.02, 0.01, 0.005, 0.0001],
                         'kernel': ['rbf', 'linear', 'sigmoid']},
             verbose=3)
In [33]:
grid.best_params_
Out[33]:
{'C': 4, 'gamma': 0.01, 'kernel': 'rbf'}
In [34]:
grid_predictions = grid.predict(X_standard_test)
In [35]:
#New Grid model performance
print(confusion_matrix(y_standard_test,grid_predictions))
print(classification_report(y_standard_test,grid_predictions))

#The performance slightly increase

[[101   0]
 [  5  65]]
              precision    recall  f1-score   support

           B       0.95      1.00      0.98       101
           M       1.00      0.93      0.96        70

    accuracy                           0.97       171
   macro avg       0.98      0.96      0.97       171
weighted avg       0.97      0.97      0.97       171